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The Agentic Gap: Claude Oneshots, Gemma Fails

The Agentic Gap: Claude Oneshots, Gemma Fails

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9 min read
Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

Model Showdown Round 2: Adding Gemma, Kimi, and 579 GB of Stubborn Optimism

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11 min read
Putting the GPU to Work: Running Local LLMs on a Home Lab

Putting the GPU to Work: Running Local LLMs on a Home Lab

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10 min read
Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

Slaying the Gemma Beast: How We Fixed Local AI and Shipped Search

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13 min read
Mamba/SSM Basics

Mamba/SSM Basics

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3 min read
MTP Isn't Always a Win: 1.95x on My 3090, but Speculative Decoding Is Hardware-Dependent

MTP Isn't Always a Win: 1.95x on My 3090, but Speculative Decoding Is Hardware-Dependent

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3 min read
Query The Quantum

Query The Quantum

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4 min read
Why Eddie Oz's 'LLMs Under Siege' Is the Defensive Wake-Up Call AI Security Needed

Why Eddie Oz's 'LLMs Under Siege' Is the Defensive Wake-Up Call AI Security Needed

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5 min read
WWDC 2026 - Apple Just Opened the Foundation Models Framework to Any LLM Provider

WWDC 2026 - Apple Just Opened the Foundation Models Framework to Any LLM Provider

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6 min read
What does a missing description on an MCP tool actually do? Four failure modes I traced from real MCP servers

What does a missing description on an MCP tool actually do? Four failure modes I traced from real MCP servers

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7 min read
TrueFoundry vs Bifrost: Which AI Gateway Actually Scales With Your Team?

TrueFoundry vs Bifrost: Which AI Gateway Actually Scales With Your Team?

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7 min read
Paper opinion: Execution Lineage vs Agent Loops (arXiv 2605.06365)

Paper opinion: Execution Lineage vs Agent Loops (arXiv 2605.06365)

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4 min read
Our voice agent passed every test and still woke me up at 3am

Our voice agent passed every test and still woke me up at 3am

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4 min read
The problem wasn't that the AI wrote bad code — weak specs caused unstable implementations

The problem wasn't that the AI wrote bad code — weak specs caused unstable implementations

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2 min read
What Is RAG? Why LLM Memory Alone Is Never Enough

What Is RAG? Why LLM Memory Alone Is Never Enough

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5 min read
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